Rapid exploration of unknown areas through dynamic deployment of mobile and stationary sensor nodes

被引:22
作者
Ferranti, Ettore [1 ]
Trigoni, Niki [1 ]
Levene, Mark [2 ]
机构
[1] Univ Oxford, Oxford, England
[2] Univ London, Birkbeck Coll, London, England
关键词
Autonomous agents; Area exploration; Sensor networks; Collaboration; Tags; COVERAGE; ALGORITHM; NETWORK;
D O I
10.1007/s10458-008-9075-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
When an emergency occurs within a building, it may be initially safer to send autonomous mobile nodes, instead of human responders, to explore the area and identify hazards and victims. Exploring all the area in the minimum amount of time and reporting back interesting findings to the human personnel outside the building is an essential part of rescue operations. Our assumptions are that the area map is unknown, there is no existing network infrastructure, long-range wireless communication is unreliable and nodes are not location-aware. We take into account these limitations, and propose an architecture consisting of both mobile nodes (robots, called agents) and stationary nodes (inexpensive smart devices, called tags). As agents enter the emergency area, they sprinkle tags within the space to label the environment with states. By reading and updating the state of the local tags, agents are able to coordinate indirectly with each other, without relying on direct agent-to-agent communication. In addition, tags wirelessly exchange local information with nearby tags to further assist agents in their exploration task. Our simulation results show that the proposed algorithm, which exploits both tag-to-tag and agent-to-tag communication, outperforms previous algorithms that rely only on agent-to-tag communication.
引用
收藏
页码:210 / 243
页数:34
相关论文
共 45 条
[1]
Constructing spanning trees for efficient multi-robot coverage [J].
Agmon, Noa ;
Hazon, Noam ;
Kaminka, Gal A. .
2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10, 2006, :1698-+
[2]
Albers S., 1999, P 10 ANN ACM SIAM S, P842
[3]
[Anonymous], TR2004507 DARTM COLL
[4]
[Anonymous], SIGCOMM 04
[5]
[Anonymous], 2003, TR2003467 DARTM COLL
[6]
[Anonymous], IEEE INT C INT ROB S
[7]
Simultaneous localization and mapping (SLAM): Part II [J].
Bailey, Tim ;
Durrant-Whyte, Hugh .
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2006, 13 (03) :108-117
[8]
Batalin MA, 2005, IEEE INT CONF ROBOT, P3478
[9]
Mobile robot navigation using a sensor network [J].
Batalin, MA ;
Sukhatme, GS ;
Hattig, M .
2004 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1- 5, PROCEEDINGS, 2004, :636-641
[10]
Efficient exploration without localization [J].
Batalin, MA ;
Sukhatme, GS .
2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2003, :2714-2719